European Parliament Library

Foreign exchange rates, a research overview of the latest prediction techniques, Arif Orçun Söylemez

Summary
"Predicting foreign exchange rates has presented a long-standing challenge for economists. However, the recent advances in computational techniques, statistical methods, newer datasets on emerging market currencies etc. offer some hope. While we are still unable to beat a driftless random walk model, there has been serious progress in the field. This book provides an in-depth assessment of the use of novel statistical approaches and machine learning tools in predicting foreign exchange rate movement. Firstly, it offers a historical account of how exchange rate regimes have evolved over time, which is critical to understanding turning points in a historical time series. It then presents an overview of the previous attempts at modelling exchange rates, and how different methods fared during this process. At the core sections of the book, the author examines the time-series characteristics of exchange rates and how contemporary statistics and ML can be useful in improving predictive power, compared to previous methods used. Exchange rate determination is an active research area and this book will appeal to graduate-level students of international economics, international finance, open economy macroeconomics and management. The book is written in a clear, engaging and straightforward way and will greatly improve access to this much-needed knowledge in the field"--, Provided by publisher
Language
eng
Literary Form
non fiction
Physical Description
1 online resource (83 pages).
Specific Material Designation
remote
Form Of Item
online
Isbn
9781000357318

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